CN115051922B - Link control method, device, electronic equipment and storage medium - Google Patents
Link control method, device, electronic equipment and storage medium Download PDFInfo
- Publication number
- CN115051922B CN115051922B CN202210498793.9A CN202210498793A CN115051922B CN 115051922 B CN115051922 B CN 115051922B CN 202210498793 A CN202210498793 A CN 202210498793A CN 115051922 B CN115051922 B CN 115051922B
- Authority
- CN
- China
- Prior art keywords
- link
- information
- determining
- analysis result
- association
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 61
- 238000004458 analytical method Methods 0.000 claims abstract description 95
- 238000011217 control strategy Methods 0.000 claims abstract description 34
- 230000036541 health Effects 0.000 claims abstract description 11
- 238000012545 processing Methods 0.000 claims description 62
- 238000012098 association analyses Methods 0.000 claims description 28
- 230000015654 memory Effects 0.000 claims description 21
- 238000010801 machine learning Methods 0.000 claims description 16
- 230000008569 process Effects 0.000 claims description 16
- 230000010485 coping Effects 0.000 claims description 7
- 238000012549 training Methods 0.000 claims description 6
- 238000004891 communication Methods 0.000 abstract description 15
- 230000006870 function Effects 0.000 description 14
- 238000010586 diagram Methods 0.000 description 11
- 230000002159 abnormal effect Effects 0.000 description 9
- 238000012423 maintenance Methods 0.000 description 5
- 230000000694 effects Effects 0.000 description 4
- 238000012544 monitoring process Methods 0.000 description 4
- 238000013461 design Methods 0.000 description 3
- 238000003745 diagnosis Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000011084 recovery Methods 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
- 230000000903 blocking effect Effects 0.000 description 2
- 238000004590 computer program Methods 0.000 description 2
- 238000013480 data collection Methods 0.000 description 2
- 230000003862 health status Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 230000005856 abnormality Effects 0.000 description 1
- 238000013527 convolutional neural network Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000000802 evaporation-induced self-assembly Methods 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 230000036449 good health Effects 0.000 description 1
- 238000011418 maintenance treatment Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000011282 treatment Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/08—Configuration management of networks or network elements
- H04L41/0893—Assignment of logical groups to network elements
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
Abstract
The application discloses a link control method, a device, electronic equipment and a storage medium, which relate to the technical field of communication and are used for solving the problem that the whole link cannot be controlled and the safety is guaranteed when a network capacity call link is monitored at the present stage, and comprise the following steps: acquiring link state information of a link; determining link panoramic information according to the link state information; the link panoramic information is used for representing the running state of the link; determining an intelligent analysis result according to the link panoramic information and a preset model algorithm; the intelligent analysis result is used for representing the health state of each party in the link; determining a control strategy according to the intelligent analysis result; and controlling the link according to the control strategy. The method and the device are used for controlling the network capability calling link.
Description
Technical Field
The present disclosure relates to the field of communications, and in particular, to a link control method, a device, an electronic apparatus, and a storage medium.
Background
The current stage calls the monitoring of the link aiming at the network capacity, and mainly aims at alarming and early warning, then carries out fault and abnormality treatment in a manual or semi-manual participation mode, and processes after the problem occurs in most cases, and can not automatically and flexibly adjust and configure the whole link according to the condition of the link. In addition, most of the current security management and control is performed on a capability gateway or a capability platform, but the whole analysis and management and control are not performed from the whole link, so that the security of the link cannot be effectively ensured.
Disclosure of Invention
The application provides a link control method, a device, electronic equipment and a storage medium, which can solve the problem that the whole link cannot be controlled and the safety is ensured when a network capability calling link is monitored at the present stage.
In order to achieve the above purpose, the present application adopts the following technical scheme:
in a first aspect, the present application provides a link control method, including: acquiring link state information of a link; determining link panoramic information according to the link state information; the link panoramic information is used for representing the running state of the link; determining an intelligent analysis result according to the link panoramic information and a preset model algorithm; the intelligent analysis result is used for representing the health state of each party in the link; determining a control strategy according to the intelligent analysis result; and controlling the link according to the control strategy.
Based on the technical scheme, the intelligent analysis result for representing the health state of each party in the link is determined by collecting the link state information in the link and performing data processing and intelligent analysis on the link state information; after that, a final control strategy is determined according to the intelligent analysis result and a model algorithm, and the whole link is automatically flexibly adjusted and configured according to the control strategy, and the control strategy can be dynamically adjusted according to the state of the link, so that the fine management and control of the link are realized.
In one possible implementation manner, determining the link panorama information according to the link state information specifically includes: carrying out association analysis processing on the link state information, and determining an association analysis result; wherein the association analysis process includes one or more of: session association, service information association, device load association, and platform service analysis data association; and determining the link panoramic information according to the association analysis result.
In one possible implementation manner, the determining a control strategy according to the intelligent analysis result specifically includes: according to the intelligent analysis result, matching with a preset coping strategy, and determining an optimal matching result; and determining a control strategy according to the optimal matching result.
In one possible implementation, the link operation information includes one or more of the following: log information, service bearing information and system hardware operation data of each party in the link.
In one possible implementation manner, the method further includes: determining alarm information according to the intelligent analysis result; and sending alarm information.
In a second aspect, the present application further provides a link control apparatus, including: an acquisition unit and a processing unit; an acquisition unit configured to acquire link state information of a link; the processing unit is used for determining link panoramic information according to the link state information; the link panoramic information is used for representing the running state of the link; the processing unit is also used for determining an intelligent analysis result according to the link panoramic information and a preset model algorithm; the intelligent analysis result is used for representing the health state of each party in the link; the processing unit is also used for determining a control strategy according to the intelligent analysis result; and the processing unit is also used for controlling the link according to the control strategy.
In a possible implementation manner, the processing unit is further configured to perform association analysis processing on the link state information, and determine an association analysis result; wherein the association analysis process includes one or more of: session association, service information association, device load association, and platform service analysis data association; and the processing unit is also used for determining link panoramic information according to the association analysis result.
In a possible implementation manner, the processing unit is further configured to match with a preset countermeasures according to the intelligent analysis result, and determine an optimal matching result; and the processing unit is also used for determining a control strategy according to the optimal matching result.
In one possible implementation, the link operation information includes one or more of the following: log information, service bearing information and system hardware operation data of each party in the link.
In one possible implementation, the link control apparatus further includes: a transmitting unit; the processing unit is also used for determining alarm information according to the intelligent analysis result; and the sending unit is used for sending the alarm information.
In addition, the technical effects of the link control apparatus of the second aspect may refer to the technical effects of the link control method of the first aspect, which are not described herein.
In a third aspect, the present application provides a computer readable storage medium storing one or more programs, the one or more programs comprising instructions, which when executed by an electronic device of the present application, cause the electronic device to perform a link control method as described in any one of the possible implementations of the first aspect and the first aspect.
In a fourth aspect, the present application provides an electronic device, comprising: a processor and a memory; wherein the memory is for storing one or more programs, the one or more programs comprising computer-executable instructions, which when executed by the electronic device, cause the electronic device to perform the link control method as described in any one of the possible implementations of the first aspect and the first aspect.
In a fifth aspect, the present application provides a computer program product comprising instructions which, when run on a computer, cause an electronic device of the present application to perform a link control method as described in any one of the possible implementations of the first aspect and the first aspect.
In a sixth aspect, the present application provides a chip system, the chip system being applied to a link control device; the system-on-chip includes one or more interface circuits, and one or more processors. The interface circuit and the processor are interconnected through a circuit; the interface circuit is configured to receive a signal from a memory of the link control device and to send the signal to the processor, the signal including computer instructions stored in the memory. When the processor executes the computer instructions, the link control apparatus performs the link control method as described in the first aspect and any one of its possible designs.
In the present application, the names of the above-mentioned link control apparatuses do not constitute limitations on the devices or functional units themselves, and in actual implementations, these devices or functional units may appear under other names. Insofar as the function of each device or functional unit is similar to the present application, it is within the scope of the present claims and the equivalents thereof.
Drawings
Fig. 1 is a schematic architecture diagram of a link control device according to an embodiment of the present application;
fig. 2 is a schematic architecture diagram of another link control apparatus according to an embodiment of the present application;
fig. 3 is a schematic architecture diagram of another link control apparatus according to an embodiment of the present application;
fig. 4 is a schematic architecture diagram of another link control apparatus according to an embodiment of the present application;
fig. 5 is a schematic architecture diagram of another link control apparatus according to an embodiment of the present application;
fig. 6 is a schematic architecture diagram of another link control apparatus according to an embodiment of the present application;
fig. 7 is a flow chart of a link control method according to an embodiment of the present application;
fig. 8 is a flow chart of another link control method according to an embodiment of the present application;
fig. 9 is a flow chart of another link control method according to an embodiment of the present application;
fig. 10 is a flow chart of another link control method according to an embodiment of the present application;
fig. 11 is a schematic structural diagram of a link control device according to an embodiment of the present application;
fig. 12 is a schematic structural diagram of another link control apparatus according to an embodiment of the present application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all, of the embodiments of the present application. All other embodiments, which can be made by one of ordinary skill in the art without undue burden from the present disclosure, are within the scope of the present disclosure.
The character "/" herein generally indicates that the associated object is an "or" relationship. For example, A/B may be understood as A or B.
The terms "first" and "second" in the description and in the claims of the present application are used for distinguishing between different objects and not for describing a particular sequential order of objects. For example, the first edge service node and the second edge service node are used to distinguish between different edge service nodes, rather than to describe a characteristic order of the edge service nodes.
Furthermore, references to the terms "comprising" and "having" and any variations thereof in the description of the present application are intended to cover a non-exclusive inclusion. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those listed but may optionally include other steps or elements not listed or inherent to such process, method, article, or apparatus.
In addition, in the embodiments of the present application, words such as "exemplary", or "such as" are used to mean serving as examples, illustrations, or descriptions. Any embodiment or design described herein as "exemplary" or "for example" should not be construed as preferred or advantageous over other embodiments or designs. Rather, the use of words such as "exemplary", or "such as" is intended to present concepts in a concrete fashion.
With the continuous development of communication technology, it becomes possible to invoke full-link monitoring and dynamic control for network capabilities. At present, the main purpose of the monitoring of the link is to alarm and early warn, then to process faults and anomalies in a manual or semi-manual mode, and most of the faults and anomalies are processed afterwards after problems occur, so that the whole link cannot be automatically and flexibly adjusted and configured according to the condition of the link.
And, the network is the core of the operator, how to analyze and manage the security of the network capability call link is very important. The safety control method of the network capacity calling link is carried out on a capacity gateway or a capacity platform at present, and the whole analysis and the control are not carried out from the angle of the whole calling link, so that the real network capacity calling safety cannot be ensured.
In order to solve the problem that the whole link cannot be controlled and the safety is guaranteed when the network capacity call link is monitored at the current stage, the application provides a link control method so as to generate a proper control strategy in the process of monitoring the link, automatically and flexibly adjust and configure the whole link according to the control strategy, dynamically adjust the control strategy according to the state of the link, and finely manage and control the link based on the service.
Illustratively, as shown in fig. 1, a system architecture diagram of a link control device is provided herein. The link control apparatus 10 includes: the system comprises a link information acquisition module 11, a data processing module 12, an intelligent analysis module 13, a decision module 14 and a control module 15.
The link information acquisition module 11 is configured to acquire link state information of a link. Optionally, the link state information may include one or more of: log information, service bearing information and system hardware operation data of each party in the link. Illustratively, the link includes a communication network element device, a network capability platform, a network capability open platform, and a service caller. The link information acquisition module 11, after acquiring the link state information of the link, transmits the link state information to the data processing module 12. It should be noted that, for the communication network element device in the link, the link information collecting module 11 may perform network element spectroscopic collection and log collection.
As shown in fig. 2, the link information collection module 11 specifically includes four functional sub-modules, namely, a network element spectroscopic collection module 111, a log collection module 112, an equipment analysis data collection module 113, and an equipment hardware load data collection module 114, so as to implement the functions of the link information collection module 11.
The data processing module 12 is configured to perform data analysis processing on the link state information after receiving the link state information from the link information acquisition module 11, so as to determine link panorama information, where the link panorama information is used to characterize an operation state of the link. Optionally, the data processing module 12 processes the link state information to determine link panorama information through session association, traffic information association, device load association, and platform traffic analysis data association. After determining the link panorama information, the data processing module 12 sends the link panorama information to the intelligent analysis module 13.
Illustratively, as shown in fig. 3, the data processing module 12 specifically includes four functional sub-modules, namely a session association module 121, a service information association module 122, a device load management module 123, and an analysis data association module 124, so as to implement the various data association functions of the data processing module 12.
The intelligent analysis module 13 is configured to determine, based on a model algorithm, an intelligent analysis result according to the link panorama information after receiving the link panorama information from the data processing module 12, where the intelligent analysis result is used to characterize health states of all parties in the link. Optionally, the intelligent analysis module 13 first constructs a machine learning model according to pre-acquired sample data and combines a preset model algorithm, and trains the machine learning model, and the trained machine learning model can be used for determining intelligent analysis results according to link panoramic information. After that, the intelligent analysis module 13 can determine the intelligent analysis result based on the trained machine learning model. The intelligent analysis module 13 sends the intelligent analysis result to the decision module 14 after determining the intelligent analysis result.
Illustratively, as shown in fig. 4, the intelligent analysis module 13 specifically includes three functional sub-modules, namely a data training module 131, a model algorithm module 132, and a predictive analysis module 133, to implement the functions of the intelligent analysis module 13.
The decision module 14 is configured to match a preset coping strategy pre-stored in the database of the decision module 13 after receiving the intelligent analysis result from the intelligent analysis module 13, determine a strategy with the highest matching degree as a control strategy, and send the strategy to the control module 15.
Illustratively, as shown in fig. 5, the decision module 14 specifically includes four functional sub-modules, namely, a policy management module 141, a policy analysis module 142, a policy distribution module 143, and an alarm generation module 144. The policy management module 141 is configured to store and manage a preset corresponding policy; the policy analysis module 142 is configured to analyze a matching degree between the intelligent analysis result and a preset policy; the policy distribution module 143 is configured to issue a control policy and alarm information; and an alarm generation module 144, configured to generate alarm information.
The control module 15 is configured to interact with each party in the link according to the received control policy, and issue a control command for each party in the control policy, so as to implement functions of network bandwidth adjustment, hardware resource elastic capacity expansion, real-time streaming frequency control, real-time traffic blocking, dynamic load adjustment, automatic fault diagnosis and recovery, and the like.
Illustratively, as shown in fig. 6, the control module 15 specifically includes four functional sub-modules of a policy resolution module 151, an instruction module 152, an instruction distribution module 153, and an instruction execution arrangement module 154, so as to implement the functions of the control module 15.
Optionally, the link control device 10 may further include an alarm module 16 (shown by a dashed line in fig. 1), where the alarm module 16 is configured to perform an audible and visual alarm after receiving the alarm information from the decision module 14, so that an operator knows that the link has failed or is attacked. Correspondingly, when the link control device 10 includes the alarm module 16, the decision module 14 generates the control policy and generates the alarm information according to the intelligent analysis result and sends the alarm information to the alarm module.
In different application scenarios, the link information acquisition module 11, the data processing module 12, the intelligent analysis module 13, the decision module 14, the control module 15, and the alarm module 16 may be disposed in different devices included in the link control apparatus 10, or may be integrated in the same device included in the link control apparatus 10, which is not specifically limited in this application.
When the link information acquisition module 11, the data processing module 12, the intelligent analysis module 13, the decision module 14, the control module 15 and the alarm module 16 are integrated in the same device in the link control device 10, the communication mode of the link information acquisition module 11, the data processing module 12, the intelligent analysis module 13, the decision module 14, the control module 15 and the alarm module 16 is communication among the internal modules of the device. In this case, the communication flow between the six is the same as the "communication flow between the six in the case where the link information acquisition module 11, the data processing module 12, the intelligent analysis module 13, the decision module 14, the control module 15, and the alarm module 16 are independent of each other".
The system architecture of a link control method provided in the present application is described above.
The technical scheme provided by the application is specifically described below with reference to the accompanying drawings.
As shown in fig. 7, the link control method provided in the present application specifically includes the following steps S701 to S705:
s701, the link control device acquires link state information of the link.
Wherein the link is a network capability call link.
Optionally, the link state information of the link includes one or more of: log information, service bearing information and system hardware operation data of each party in the link. Illustratively, the link includes a communication network element device, a network capability platform, a network capability open platform, and a service caller.
It can be understood that the method that the link control device obtains the log information, service bearing information and system hardware operation data of the communication network element device, the network capability platform, the network capability open platform and the service calling party in the link is a mature technology in the field, and the application is not repeated here.
In one possible implementation manner, S701 may be specifically executed by the link information acquisition module 11 in the link control apparatus, so as to implement acquisition of the link state information.
S702, the link control device determines link panoramic information according to the link state information.
The link panoramic information is used for representing the running state of the link. For example, the link panorama information may include session, traffic, etc. information of each party in the link, such that the link control device determines real-time operation status in the link.
It should be noted that, the flow of determining the link panorama information by the specific link control device according to the link status information is shown in steps S801 to S802 described below, which will not be described herein.
In one possible implementation, S702 may be specifically executed by the data processing module 12 in the link control device to implement determining link panorama information according to the link state information.
S703, the link control device determines an intelligent analysis result according to the link panoramic information and a preset model algorithm.
The intelligent analysis result is used for representing the health states of all the parties in the link. It should be noted that, herein, the health status of each party specifically refers to whether each party in the link has a fault or is under malicious attack. Illustratively, the intelligent analysis results include the operational status and attacked condition of each party in the link. The working state of a certain equipment side in the link can be divided into normal and abnormal, wherein the normal working state indicates that the equipment side has no fault, and the abnormal working state indicates that the equipment side has fault; the attacked condition of a certain device side in the link can be classified into a malicious attack and a non-malicious attack. Correspondingly, the health states of all the parties in the link can be specifically classified into good and abnormal states through the working states and the attacked conditions of all the parties in the link, wherein the good health states indicate that the equipment party has no fault and is not attacked maliciously, and the abnormal states indicate that the equipment party has fault or is attacked maliciously.
The pre-set model algorithm may be, for example, a convolutional neural network algorithm, or other type of machine learning algorithm, as this application is not specifically limited.
In one possible implementation, the link control device first builds a machine learning model for intelligent analysis of the link panoramic information according to a preset model algorithm, and trains the model. In this way, after receiving the link panoramic information, the link control device can determine the intelligent analysis result based on the trained machine learning model.
It should be noted that, the method of constructing a machine learning model for intelligently analyzing link panoramic information and training the model by the link control device is the prior art, and this embodiment will not be described in detail.
In a possible implementation manner, S703 may be specifically executed by the intelligent analysis module 13 in the link control device, so as to implement determination of the intelligent analysis result according to the link panorama information.
S704, the link control device determines a control strategy according to the intelligent analysis result.
The control strategy comprises control commands for all the parties in the link, and all the parties in the link execute corresponding operations according to the control commands so as to realize the functions of network bandwidth adjustment, hardware resource elastic capacity expansion, real-time flow frequency control, real-time business plugging, dynamic load adjustment, automatic fault diagnosis, recovery and the like in the link.
Alternatively, the link control device may store preset coping strategies in the database in advance, where the preset coping strategies include a plurality of preset strategies, and each predicted strategy has a corresponding intelligent analysis result. After that, the link control device compares the intelligent analysis result with a preset corresponding strategy, determines an optimal matching result, and determines a final control strategy according to the optimal matching result. It should be noted that, the flow of determining the control strategy according to the intelligent analysis result is referred to S901-S902 below, and will not be described herein.
In one possible implementation, S704 may be specifically executed by the decision module 14 in the link control device, so as to implement the determination of the control policy according to the intelligent analysis result.
S705, the link control device controls the link according to the control policy.
Optionally, the link control device interacts with each party in the link, and issues a control command for each party in the control policy to control the link. After each party in the link receives the control command issued by the link control device, corresponding operation is executed according to the control command, so that the functions of network bandwidth adjustment, hardware resource elastic capacity expansion, real-time stream frequency control, real-time service blocking, dynamic load adjustment, automatic fault diagnosis and recovery and the like in the link are realized.
Specifically, the link control device may issue a control command included in the control policy to the communication network element device, the network capability platform, the network capability open platform, and the service caller.
In one possible implementation, S705 may be specifically executed by the control module 15 in the link control device to implement control of the link according to the control policy.
Based on the technical scheme, the embodiment of the application collects log information, service bearing information and system hardware operation data of each party in the link, and performs data processing and intelligent analysis on the data, so as to determine an intelligent analysis result representing the health state of each party in the link; after that, a final control strategy is determined according to the intelligent analysis result and a model algorithm, and the whole link is automatically flexibly adjusted and configured according to the control strategy, and the control strategy can be dynamically adjusted according to the state of the link, so that the fine management and control of the link are realized.
For example, in connection with fig. 7, as shown in fig. 8, in the link control method provided in the present application, S702 specifically includes the following S801 to S802:
s801, the link control device carries out association analysis processing on the link state information, and determines association analysis results.
Wherein the association analysis process includes one or more of: session association, traffic information association, device load association, and platform traffic analysis data association.
It can be understood that the method of the link control apparatus specifically associating the session, the service information, the device load, and the platform service analysis data is a mature technology in the art, and will not be described herein.
In one possible implementation, S801 may be specifically executed by the data processing module 12 in the link control apparatus to implement the determination of the association analysis result.
S802, the link control device determines link panoramic information according to the association analysis result.
After determining the association analysis result, the link control device associates the log information with the service load and the system state information of each platform according to the association analysis result, so that the link control device can acquire the execution process of each service and the state of each equipment side in the link, and further form panoramic information of the full call link.
In one possible implementation, S802 may be specifically executed by the data processing module 12 in the link control device to implement determination of link panorama information.
Based on the technical scheme, the link panoramic information used for representing the running state of the link can be determined by carrying out association analysis processing on the link state information, so that the follow-up control strategy formulation flow is convenient to carry out.
For example, in connection with fig. 7, as shown in fig. 9, in the link control method provided in the present application, S704 specifically includes the following S901-S902:
and S901, the link control device matches the strategy with a preset pair of strategies according to the intelligent analysis result, and determines an optimal matching result.
Alternatively, the link control device may store preset coping strategies in advance in the database, where the preset coping strategies include a plurality of preset strategies, and each predicted strategy has a corresponding analysis result.
Optionally, the link control device compares the intelligent analysis result with the analysis result corresponding to each preset strategy included in the preset countermeasures, and determines a matching value of the intelligent analysis result and each preset strategy. After that, the link control device determines a preset strategy corresponding to the maximum matching value as an optimal matching result.
In one possible implementation, S901 may be specifically executed by the decision module 14 in the link control apparatus to determine the best matching result.
S902, the link control device determines a control strategy according to the optimal matching result.
Optionally, the link control device determines a preset policy in the optimal matching result as a final control policy.
In one possible implementation, S902 may be specifically executed by the decision module 14 in the link control device to determine the final control strategy.
Based on the technical scheme, the embodiment of the application can be matched with the preset strategy according to the intelligent analysis result, and the final control strategy is determined so as to facilitate the follow-up link control flow.
Illustratively, in connection with fig. 7, as shown in fig. 10, in the link control method provided in the present application, after S705, the following S1001-S1002 are further included:
s1001, the link control device determines alarm information according to the intelligent analysis result.
Optionally, the link control device determines the alarm information according to the health status of each party in the link characterized by the intelligent analysis result. Specifically, if the health state of a certain equipment side in the link is abnormal, the link control device generates alarm information aiming at the equipment side so as to remind operation and maintenance personnel that the equipment side is abnormal.
In one possible implementation, S1001 may be specifically executed by the decision module 14 in the link control device to implement generation of the alarm information.
S1002, the link control device sends alarm information.
Optionally, the link control device sends the alarm information to a display terminal or other devices with an audible and visual alarm function, so that operation and maintenance personnel can know that the devices in the link are abnormal, and maintenance is needed.
In one possible implementation, S1002 may be specifically executed by the control module 15 and the alarm module 16 in the link control apparatus to implement transmission of alarm information.
Based on the technical scheme, the embodiment of the application can give an alarm to the operation and maintenance personnel in time when the equipment side in the link is abnormal, so that the operation and maintenance personnel can know that the equipment in the link is abnormal, and maintenance treatment is needed.
The embodiment of the present application may divide the functional modules or functional units of the link control apparatus according to the above method example, for example, each functional module or functional unit may be divided corresponding to each function, or two or more functions may be integrated into one processing module. The integrated modules may be implemented in hardware, or in software functional modules or functional units. The division of the modules or units in the embodiments of the present application is merely a logic function division, and other division manners may be implemented in practice.
Exemplary, as shown in fig. 11, a schematic diagram of one possible configuration of a link control apparatus 1100 according to an embodiment of the present application is shown. The link control apparatus 1100 includes: an acquisition unit 1101, a processing unit 1102, and a transmission unit 1103.
Wherein, the obtaining unit 1101 is configured to obtain link state information of a link.
The processing unit 1102 is configured to determine link panorama information according to the link state information.
The processing unit 1102 is further configured to determine an intelligent analysis result according to the link panoramic information and a preset model algorithm.
The processing unit 1102 is further configured to determine a control policy according to the intelligent analysis result.
The processing unit 1102 is further configured to control the link according to a control policy.
Optionally, the processing unit 1102 is further configured to perform association analysis processing on the link state information, and determine an association analysis result; wherein the association analysis process includes one or more of: session association, service information association, device load association, and platform service analysis data association;
optionally, the processing unit 1102 is further configured to determine link panorama information according to the association analysis result.
Optionally, the processing unit 1102 is further configured to match a preset policy according to the intelligent analysis result, and determine an optimal matching result.
Optionally, the processing unit 1102 is further configured to determine a control policy according to the optimal matching result.
Optionally, the processing unit 1102 is further configured to determine alarm information according to the intelligent analysis result.
Optionally, the sending unit 1103 is configured to send the alarm information.
Alternatively, the link control apparatus 1100 may further include a storage unit (shown in a dashed box in fig. 11) storing a program or instructions that, when executed by the processing unit 1102, enable the link control apparatus to perform the link control method described in the above-described method embodiment.
In addition, the technical effects of the link control apparatus described in fig. 11 may refer to the technical effects of the link control method described in the above embodiment, and will not be described herein.
Exemplary, as shown in fig. 12, a schematic diagram of one possible configuration of a link control apparatus 1200 according to an embodiment of the present application is shown. The link control apparatus 1200 includes: a processor 1202.
The processor 1202 is configured to control and manage actions of the link control device, for example, perform steps performed by the acquiring unit 1101, the processing unit 1102, and the sending unit 1103, and/or perform other processes of the technical solutions described herein.
The processor 1202 may be implemented or executed with various exemplary logic blocks, modules, and circuits described in connection with the present application. The processor may be a central processing unit, a general purpose processor, a digital signal processor, an application specific integrated circuit, a field programmable gate array or other programmable logic device, a transistor logic device, a hardware component, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules, and circuits described in connection with this disclosure. The processor may also be a combination that performs the function of a computation, e.g., a combination comprising one or more microprocessors, a combination of a DSP and a microprocessor, etc.
Optionally, the link control apparatus 1200 may further comprise a communication interface 1203, a memory 1201 and a bus 1204. Wherein the communication interface 1203 is configured to support communication of the link control apparatus 1200 with other network entities. The memory 1201 is used to store program codes and data of the link control apparatus.
Wherein the memory 1201 may be a memory in a link control device, which may include volatile memory, such as random access memory; the memory may also include non-volatile memory, such as read-only memory, flash memory, hard disk or solid state disk; the memory may also comprise a combination of the above types of memories.
Bus 1204 may be an extended industry standard architecture (Extended Industry Standard Architecture, EISA) bus or the like. Bus 1204 may be classified as an address bus, a data bus, a control bus, etc. For ease of illustration, only one thick line is shown in fig. 12, but not only one bus or one type of bus.
From the foregoing description of the embodiments, it will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-described division of functional modules is illustrated, and in practical application, the above-described functional allocation may be implemented by different functional modules according to needs, i.e. the internal structure of the apparatus is divided into different functional modules to implement all or part of the functions described above. The specific working processes of the above-described systems, devices and modules may refer to the corresponding processes in the foregoing method embodiments, which are not described herein.
Embodiments of the present application provide a computer program product comprising instructions which, when run on an electronic device of the present application, cause the computer to perform the link control method described in the method embodiments above.
The embodiment of the application also provides a computer readable storage medium, wherein instructions are stored in the computer readable storage medium, and when the computer executes the instructions, the electronic device of the application executes each step executed by the link control device in the method flow shown in the embodiment of the method.
The computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples (a non-exhaustive list) of the computer-readable storage medium would include the following: electrical connections having one or more wires, portable computer diskette, hard disk. Random access Memory (Random Access Memory, RAM), read-Only Memory (ROM), erasable programmable Read-Only Memory (Erasable Programmable Read Only Memory, EPROM), registers, hard disk, optical fiber, portable compact disc Read-Only Memory (CD-ROM), an optical storage device, a magnetic storage device, or any other form of computer-readable storage medium suitable for use by a person or persons of skill in the art. An exemplary storage medium is coupled to the processor such the processor can read information from, and write information to, the storage medium. In the alternative, the storage medium may be integral to the processor. The processor and the storage medium may reside in an application specific integrated circuit (Application Specific Integrated Circuit, ASIC). In the context of the present application, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
The foregoing is merely a specific embodiment of the present application, but the protection scope of the present application is not limited thereto, and any changes or substitutions within the technical scope of the present disclosure should be covered in the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims (8)
1. A method of link control, the method comprising:
acquiring link state information of a link;
determining link panoramic information according to the link state information; the link panoramic information is used for representing the running state of the link;
determining an intelligent analysis result according to the link panoramic information and a preset model algorithm; the intelligent analysis result is used for representing the health state of each party in the link;
determining a control strategy according to the intelligent analysis result;
controlling the link according to the control strategy;
the determining link panorama information according to the link state information specifically includes: performing association analysis processing on the link state information to determine an association analysis result; wherein the association analysis process includes one or more of: session association, service information association, device load association, and platform service analysis data association; determining the link panoramic information according to the association analysis result;
the determining an intelligent analysis result according to the link panoramic information and a preset model algorithm specifically comprises the following steps: constructing a machine learning model according to the preset model algorithm, and training the machine learning model; determining the intelligent analysis result according to the machine learning model after training; the machine learning model is used for intelligently analyzing the link panoramic information;
the determining a control strategy according to the intelligent analysis result specifically comprises the following steps: according to the intelligent analysis result, matching with a preset coping strategy, and determining an optimal matching result; determining the control strategy according to the optimal matching result;
the controlling the link according to the control strategy specifically includes: issuing at least one control command included in the control strategy; wherein the control command is for controlling a device in the link.
2. The method of claim 1, wherein the link operation information comprises one or more of: log information, service bearing information and system hardware operation data of each party in the link.
3. The method according to any one of claims 1-2, wherein the method further comprises:
determining alarm information according to the intelligent analysis result;
and sending the alarm information.
4. A link control apparatus, characterized in that the link control apparatus comprises: an acquisition unit and a processing unit;
the acquisition unit is used for acquiring link state information of a link;
the processing unit is used for determining link panoramic information according to the link state information; the link panoramic information is used for representing the running state of the link;
the processing unit is also used for determining an intelligent analysis result according to the link panoramic information and a preset model algorithm; the intelligent analysis result is used for representing the health state of each party in the link;
the processing unit is also used for determining a control strategy according to the intelligent analysis result;
the processing unit is further configured to control the link according to the control policy;
the processing unit is further used for carrying out association analysis processing on the link state information and determining association analysis results; wherein the association analysis process includes one or more of: session association, service information association, device load association, and platform service analysis data association;
the processing unit is further used for determining the link panoramic information according to the association analysis result;
the processing unit is further used for constructing a machine learning model according to the preset model algorithm and training the machine learning model;
the processing unit is further used for determining the intelligent analysis result according to the machine learning model after training is completed; the machine learning model is used for intelligently analyzing the link panoramic information;
the processing unit is further used for matching with a preset countermeasures according to the intelligent analysis result and determining an optimal matching result;
the processing unit is further configured to determine the control policy according to the optimal matching result;
the processing unit is further configured to issue at least one control command included in the control policy; wherein the control command is for controlling a device in the link.
5. The link control device of claim 4, wherein the link operation information includes one or more of: log information, service bearing information and system hardware operation data of each party in the link.
6. The link control apparatus according to claim 5, characterized in that the link control apparatus further comprises: a transmitting unit;
the processing unit is also used for determining alarm information according to the intelligent analysis result;
the sending unit is used for sending the alarm information.
7. An electronic device, comprising: a processor and a memory; wherein the memory is configured to store computer-executable instructions that, when executed by the electronic device, cause the electronic device to perform the link control method of any of claims 1-3.
8. A computer readable storage medium comprising instructions that, when executed by an electronic device, enable the electronic device to perform the link control method of any one of claims 1-3.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210498793.9A CN115051922B (en) | 2022-05-09 | 2022-05-09 | Link control method, device, electronic equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210498793.9A CN115051922B (en) | 2022-05-09 | 2022-05-09 | Link control method, device, electronic equipment and storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN115051922A CN115051922A (en) | 2022-09-13 |
| CN115051922B true CN115051922B (en) | 2023-07-18 |
Family
ID=83157140
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210498793.9A Active CN115051922B (en) | 2022-05-09 | 2022-05-09 | Link control method, device, electronic equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115051922B (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109640032A (en) * | 2018-04-13 | 2019-04-16 | 河北德冠隆电子科技有限公司 | Based on the more five dimension early warning systems of element overall view monitoring detection of artificial intelligence |
| CN110798352A (en) * | 2019-10-31 | 2020-02-14 | 南京欣网互联网络科技有限公司 | Panorama monitoring system in mobile application supporting system |
| CN112235162A (en) * | 2020-10-14 | 2021-01-15 | 北京嘀嘀无限科技发展有限公司 | Service-based monitoring method and device, electronic equipment and storage medium |
| CN112702184A (en) * | 2019-10-23 | 2021-04-23 | 中国电信股份有限公司 | Fault early warning method and device and computer-readable storage medium |
| CN112910733A (en) * | 2021-01-29 | 2021-06-04 | 上海华兴数字科技有限公司 | Full link monitoring system and method based on big data |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3163830B1 (en) * | 2014-07-21 | 2018-09-19 | Huawei Technologies Co., Ltd. | Link control node, link control method and medium |
| US20210337223A1 (en) * | 2015-09-09 | 2021-10-28 | Vantrix Corporation | Method and system for panoramic multimedia streaming enabling view-region selection |
| US10826964B2 (en) * | 2018-09-05 | 2020-11-03 | At&T Intellectual Property I, L.P. | Priority-based tile transmission system and method for panoramic video streaming |
-
2022
- 2022-05-09 CN CN202210498793.9A patent/CN115051922B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109640032A (en) * | 2018-04-13 | 2019-04-16 | 河北德冠隆电子科技有限公司 | Based on the more five dimension early warning systems of element overall view monitoring detection of artificial intelligence |
| CN112702184A (en) * | 2019-10-23 | 2021-04-23 | 中国电信股份有限公司 | Fault early warning method and device and computer-readable storage medium |
| CN110798352A (en) * | 2019-10-31 | 2020-02-14 | 南京欣网互联网络科技有限公司 | Panorama monitoring system in mobile application supporting system |
| CN112235162A (en) * | 2020-10-14 | 2021-01-15 | 北京嘀嘀无限科技发展有限公司 | Service-based monitoring method and device, electronic equipment and storage medium |
| CN112910733A (en) * | 2021-01-29 | 2021-06-04 | 上海华兴数字科技有限公司 | Full link monitoring system and method based on big data |
Non-Patent Citations (2)
| Title |
|---|
| Rate control in cdma2000 IS856 up-link:a control theoretic view;H.Alasti，A.G.Aghdam;2006 American Control Conference;全文 * |
| 基于大数据的LTE网络覆盖智能分析系统设计与实现;袁宵;中国优秀硕士学位论文数据库;全文 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN115051922A (en) | 2022-09-13 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108989136B (en) | Business end-to-end performance monitoring method and device | |
| CN110636075A (en) | Operation and maintenance management and control and operation and maintenance analysis method and device | |
| CN110752951A (en) | Industrial network flow monitoring and auditing method, device and system | |
| CN109413642B (en) | Terminal safety detection and monitoring systematization method | |
| CN110164101A (en) | A kind of method and apparatus handling warning message | |
| CN110892675B (en) | Method and apparatus for monitoring block chains | |
| CN110277833A (en) | The method and terminal device of substation's pressing plate state recognition | |
| CN110247816A (en) | Index monitoring method and device | |
| CN113852506A (en) | Fault processing method and device, electronic equipment and storage medium | |
| CN105897766A (en) | Virtual network flow security control method and device | |
| CN115484047A (en) | Method, device, equipment and storage medium for identifying flooding attack in cloud platform | |
| CN115051922B (en) | Link control method, device, electronic equipment and storage medium | |
| CN110113222B (en) | Method and device for acquiring link bandwidth utilization rate and terminal | |
| CN105045100A (en) | Intelligent operation monitoring platform for management by use of mass data | |
| CN111078503B (en) | Abnormality monitoring method and system | |
| CN117221085A (en) | Network fault early warning method and device, electronic equipment and storage medium | |
| CN110224872B (en) | Communication method, device and storage medium | |
| CN109699041A (en) | A kind of RRU channel failure diagnosis processing method and RRU device | |
| CN112291185B (en) | Method and device for collecting network data | |
| CN113301560A (en) | Electric power Internet of things terminal control method and system | |
| CN115914109A (en) | Port error packet processing method and device, electronic equipment and computer storage medium | |
| CN107729096A (en) | Shunting information method and system | |
| KR100496263B1 (en) | A billing method for data service of mobile telecommunication network, and the system therefor | |
| CN111107035A (en) | Security situation sensing and protecting method and device based on behavior identification | |
| RU2139629C1 (en) | Method and system for identifying communication channel in control system of meshed communication network |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |